Search Results for author: Baptiste Bauvin

Found 2 papers, 2 papers with code

Invariant Causal Set Covering Machines

1 code implementation7 Jun 2023 Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin

Rule-based models, such as decision trees, appeal to practitioners due to their interpretable nature.

RandomSCM: interpretable ensembles of sparse classifiers tailored for omics data

1 code implementation11 Aug 2022 Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil

Background: Understanding the relationship between the Omics and the phenotype is a central problem in precision medicine.

Ensemble Learning

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